基本信息

                      庞善民

                     西安交通大学软件学院

                       博士生导师,副教授

工作经历

2015.10-2018.10       西安交通大学              讲师

2017.09-2018.09     University of Virginia    访问学者

2018.10-至今             西安交通大学                副教授

 

联系方式

地址:陕西省西安市咸宁西路28号西安交通大学软件学院软件小楼A-103

邮编:710049

E-mail: pangsm AT xjtu dot edu dot cn

办公电话: 029-82663000-8051

站点计数器
科学研究

研究领域:

计算机视觉与机器学习

媒体信息处理与数据挖掘

当前主持的科研项目

1、国家自然科学基金:面向语义关联的层次化视觉表示方法研究,2020-2023.

2、陕西省重点研发计划:视觉媒体数据的新型表示方法研究与应用, 2020-2021.

3、中国博士后基金面上项目(65批):面向图像检索的深层视觉表示方法研究,2019-2020.

 

部分科研论文 (完整列表:https://dblp.org/pers/hd/p/Pang:Shanmin

期刊论文:

 

[1]    Wenyu Hao, Shanmin Pang (Corresponding author), Jihua Zhu, Yaochen Li. Self-weighting and Hypergraph Regularization for Multi-view Spectral Clustering [J], IEEE Signal Processing Letters, Vol **(No.*), pp 1-5, 2020. (In press)

[2]     Shanmin Pang, Jin Ma, Jianru Xue, Jihua Zhu, Vicente Ordonez. Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image Retrieval[J], IEEE Transactions on Multimedia, Vol 21(No.6), pp 1513-1523, 2019.

[3]     Shanmin Pang, Jin Ma, Jihua Zhu, Jianru Xue, Qi Tian. Improving Object Retrieval Quality by Integration of Similarity Propagation and Query Expansion[J], IEEE Transactions on Multimedia, Vol 21 (No. 3), pp 760-770, 2019.

[4]     Shanmin Pang, Jianru Xue, Jihua Zhu, Li Zhu, Qi Tian. Unifying sum and weighted aggregations for efficient yet effective image representation computation[J], IEEE Transactions on Image Processing, Vol 28 (No. 2), pp 841-852, 2019.

[5]     Shanmin Pang, Jihua Zhu, Jiaxing Wang, Vicente Ordonez, Jianru Xue. Building discriminative CNN image representations for object retrieval using the replicator equation[J], Pattern Recognition, vol 83, pp 151-160, 2018.

 

会议论文:

[1]     Ruijian Jia, Xinsheng Wang, Shanmin Pang (Corresponding author), Jihua Zhu, Jianru Xue. Look, Listen and Infer [C], ACM MM, 2020. (Project Page)

[2]     Jin Ma, Shanmin Pang (Corresponding author), Bo Yang, Jihua Zhu, Yaochen Li.  Spatial-content Image Search in Complex Scenes[C], WACV, pp. 2492-2500, 2020.

[3]     Shanmin Pang, Jianru Xue, Le Wang, Nanning Zheng. Large-Scale Bundle Adjustment by Parameter Vector Partition[C], ACCV, 2012. Best Application Paper Award.